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A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation
นักวิจัย : Erlend, Hodneland , Nickolay V., Bukoreshtliev , Tilo W., Eichler , Tai, Xue Cheng , Steffen, Gurke , Arvid, Lundervold , Hans-Hermann, Gerdes
คำค้น : DRNTU::Science::Mathematics::Applied mathematics. , DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision.
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2552
อ้างอิง : Hodneland, E., Bukoreshtliev, N. V., Eichler, T. W., Tai, X. C., Gurke, S., Lundervold, A., et al.(2009). A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation evaluation. IEEE Transactions on Medical Imaging, 28(5), 720-738. , 0278-0062 , http://hdl.handle.net/10220/6055 , http://sfxna09.hosted.exlibrisgroup.com:3410/ntu/sfxlcl3?sid=metalib:EBSCO_APH&id=doi:&genre=&isbn=&issn=02780062&date=2009&volume=28&issue=5&spage=720&epage=738&aulast=Hodneland&aufirst=%20Erlend&auinit=&title=IEEE%20Transactions%20on%20Medical%20Imaging&atitle=A%20Unified%20Framework%20for%20Automated%203%2DD%20Segmentation%20of%20Surface%2DStained%20Living%20Cells%20and%20a%20Comprehensive%20Segmentation%20Evaluation%2E&sici , http://dx.doi.org/10.1109/TMI.2008.2011522
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : IEEE Transactions on Medical Imaging.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This work presents a unified framework for whole cell segmentation of surface stained living cells from 3-D data sets of fluorescent images. Every step of the process is described, image acquisition, prefiltering, ridge enhancement, cell segmentation, and a segmentation evaluation. The segmentation results from two different automated approaches for segmentation are compared to manual segmentation of the same data using a rigorous evaluation scheme. This revealed that combination of the respective cell types with the most suitable microscopy method resulted in high success rates up to 97%. The described approach permits to automatically perform a statistical analysis of various parameters from living cells.

บรรณานุกรม :
Erlend, Hodneland , Nickolay V., Bukoreshtliev , Tilo W., Eichler , Tai, Xue Cheng , Steffen, Gurke , Arvid, Lundervold , Hans-Hermann, Gerdes . (2552). A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Erlend, Hodneland , Nickolay V., Bukoreshtliev , Tilo W., Eichler , Tai, Xue Cheng , Steffen, Gurke , Arvid, Lundervold , Hans-Hermann, Gerdes . 2552. "A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Erlend, Hodneland , Nickolay V., Bukoreshtliev , Tilo W., Eichler , Tai, Xue Cheng , Steffen, Gurke , Arvid, Lundervold , Hans-Hermann, Gerdes . "A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2552. Print.
Erlend, Hodneland , Nickolay V., Bukoreshtliev , Tilo W., Eichler , Tai, Xue Cheng , Steffen, Gurke , Arvid, Lundervold , Hans-Hermann, Gerdes . A unified framework for automated 3D whole cell segmentation of living cells and a comprehensive segmentation. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2552.